type: custom

customType: model-snapshot

provider: anthropic

modelApi: anthropic-messages


type: message

role: user

type: text

text:
[cron:e8157b19-b796-4d41-827b-61a56de73476 todo-check-2am] Cron nudge: Read TODO.md. If there are pending tasks, resume the Build → Test → Log → Decide loop. If all tasks are complete or blocked, report status and sleep.
Current time: Tuesday, February 24th, 2026 — 7:00 AM (UTC)

Return your summary as plain text; it will be delivered automatically. If the task explicitly calls for messaging a specific external recipient, note who/where it should go instead of sending it yourself.


role: assistant

type: thinking

thinking:
This is a cron job trigger to check TODO.md. Following the boot sequence from AGENTS.md:

1. Read `USER.md` → who I'm helping
2. Read `learnings/LEARNINGS.md` → past mistakes to avoid
3. Read `memory/YYYY-MM-DD.md` (today + yesterday)
4. Main session only: Read `MEMORY.md`

Then I need to check TODO.md for pending tasks and either resume work or report status.

Let me start with the boot sequence.

text: I'll run the boot sequence and check for pending tasks.

read

type: toolCall

api: anthropic-messages

stopReason: toolUse


role: toolResult

toolName: read

text:
# USER.md - About Your Human

- **Name:** Skinny
- **What to call them:** Skinny
- **Pronouns:** —
- **Timezone:** —
- **Notes:** Telegram @skinnyc813, phone 6558388607

## Context

- Runs multiple OpenClaw agents
- Interested in autonomous overnight workflows
- Likes agents that iterate without hand-holding

---

The more you know, the better you can help. But remember — you're learning about a person, not building a dossier. Respect the difference.


text:
# Learnings

One-line rules learned from mistakes. Read these every session.

## Format
- [YYYY-MM-DD] Category: Lesson learned

## Rules
<!-- Add new rules below this line -->


text:
# 2026-02-24 Memory

## News Pulse 4:00 AM UTC

### Reported URLs
- https://www.itnews.com.au/news/asd-releases-azul-open-source-malware-analysis-tool-623818
- https://techcrunch.com/2026/02/23/finnish-quantum-unicorn-iqm-set-to-go-public/
- https://techcrunch.com/2026/02/23/wispr-flow-launches-an-android-app-for-ai-powered-dictation/
- https://www.nytimes.com/2026/02/23/technology/anthropic-chinese-startups-distillation.html
- https://techcrunch.com/2026/02/23/with-ai-investor-loyalty-is-almost-dead-at-least-a-dozen-openai-vcs-now-also-back-anthropic/
- https://techcrunch.com/category/artificial-intelligence/
- https://www.nytimes.com/2026/02/23/world/europe-defense-us-ukraine-mexico-tariffs.html
- https://foreignpolicy.com/2026/02/23/russia-ukraine-war-asia-china-india-japan-nato-geopolitics/
- https://finance.yahoo.com/news/bitcoin-falls-to-65000-putting-token-on-pace-for-fifth-month-of-losses-152405934.html
- https://www.futura-sciences.com/en/when-american-high-school-student-stuns-scientists-mapping-1-5-million-previously-unknown-mapping-space-objects_23177/
- https://www.science.org/content/article/hubble-spotted-dark-galaxy-s-least-99-9-dark-matter
- https://blog.barracuda.com/2026/02/23/reported-us-data-breaches-record-high-2025
- https://www.cybersecuritydive.com/news/hackers-target-vulnerabilities-in-roundcube-webmail/812839/


text:
# 2026-02-23 — Tech Radar Hourly Scan (6:09 AM EST)

## Rising Repos #marketing-relevant #openclaw-ecosystem

- https://github.com/HKUDS/ClawWork — ClawWork: OpenClaw as Your AI Coworker. GDPVal benchmark, $10K earned in 7 hours. Multi-model competition arena.
- https://github.com/GreenSheep01201/claw-empire — AI agent office simulator. Orchestrates Claude Code/Gemini/Codex/OpenCode as virtual company.
- https://github.com/RightNow-AI/picolm — 1B param LLM on $10 board, 256MB RAM. Pure C, 80KB binary. Fully offline AI agent. #infra-optimization
- https://github.com/jacob-bd/notebooklm-mcp-cli — NotebookLM CLI + MCP Server. Unified package with Claude/Perplexity integration. #mcp-server
- https://github.com/MiniMax-AI/MiniMax-M2.5 — New model with local deployment guide.

## SOTA Models & Research #sota-model

- https://www.marktechpost.com/2026/02/22/vectifyai-launches-mafin-2-5-and-pageindex-achieving-98-7-financial-rag-accuracy-with-a-new-open-source-vectorless-tree-indexing/ — Mafin 2.5: 98.7% FinanceBench accuracy, beats GPT-4o. PageIndex: Vectorless RAG with hierarchical tree indexing.
- https://www.nature.com/articles/s42256-026-01188-x — Nature: Large-scale randomized study of LLM feedback effectiveness.

## Infra Alerts #infra-optimization

- https://www.reddit.com/r/LocalLLaMA/comments/1rc0dra/ — **MAJOR:** ggml.ai (llama.cpp team) joining Hugging Face for long-term sustainability.
- https://www.reddit.com/r/homelab/comments/1rbjojp/ — Olla v0.0.24: Unified inference frontend for Ollama/vLLM/SGLang/llama.cpp. Anthropic API passthrough support.

---

## Hourly Scan (12:10 PM EST)

### Rising Repos #sota-model #mcp-server

- https://github.com/MiniMax-AI/MiniMax-M2.5 — **MAJOR:** SOTA coding model. 80.2% SWE-Bench, 51.3% Multi-SWE-Bench, 76.3% BrowseComp. $1/hr continuous inference. Architect-style planning.
- https://github.com/quemsah/awesome-claude-plugins — Top 100 Claude Code plugins with adoption metrics. n8n workflow automation.
- https://github.com/upstash/context7 — Context7 MCP Server: Up-to-date code documentation for LLMs.
- **GLM-5 + AutoGLM** — Official report cites OpenClaw at 13% of OpenRouter token share. AutoGLM supports drone robot integration. #openclaw-ecosystem

### Research #agent-architecture

- https://www.reddit.com/r/rust/comments/1rcle97/ — AI Agent Benchmark 2026: Rust frameworks outperform Python.
- https://papers.cool/arxiv/cs.AI — Multi-agent simulation + LLM planner-executor papers.

### Security Alert

- **MCPoison** — High-severity RCE vulnerability in Model Context Protocol configuration. Persistent remote code execution possible. #security-critical

### Infra #infra-optimization

- https://www.reddit.com/r/LocalLLaMA/comments/1rc1ra2/ — Qwen3-code-next local coding tests. RTX 6000 Pro + vLLM/llama.cpp + RooCode/OpenCode/OpenHands.

---

## Hourly Scan (3:17 PM EST)

### Major Milestone #openclaw-ecosystem

- **OpenClaw 100K Stars** — Fastest-growing open source project of 2026. 100K stars in ONE WEEK. Article documents milestone alongside "benchmarks are gamed" exposé.
  - https://medium.com/@lssmj2014/the-day-openclaw-hit-100k-stars-while-benchmarks-were-declared-completely-gamed-3fd4ff78a252

### Rising Repos #mcp-server #agent-orchestration

- https://github.com/nyldn/claude-octopus — Multi-tentacled orchestrator for Claude Code. Coordinates Codex + Gemini + Claude for parallel execution. MCP bridges to Telegram/Discord/Signal/WhatsApp.
- https://github.com/fluxcd/agent-skills — GitOps skills for AI agents. Flux CD + Kubernetes + GitOps best practices.
- **Zig AI Agent CLI** — 3MB binary, zero deps, full MCP client+server. Chat bridges for Discord/Telegram/Slack/WhatsApp. Web UI + WebSocket.
  - https://www.reddit.com/r/ClaudeAI/comments/1rbyjq5/

### SOTA Models #sota-model

- https://glm5.app/ — **GLM 5**: 745B params, MoE (44B activated), 128K context. SOTA reasoning, coding, agentic. Open-source.
- **"7 Ways Benchmarks Get Gamed"** — Systematic documentation of benchmark manipulation. RLAIF also compromised.

### Infra #infra-optimization

- https://www.sitepoint.com/breaking-the-speed-limit-strategies-for-17k-tokens-sec-local-inference/ — 17k tokens/sec local inference strategies for agentic workflows.
- **vLLM + Ascend (Huawei)** — Native NPU support. Chunked prefill, distributed parallelism, speculative decoding.

---

## Hourly Scan (6:04 PM EST) — Final Scan of Day

### Rising Repos #marketing-relevant #openclaw-ecosystem

- **Genviral OpenClaw Skill** — Social media automation across 6 platforms (X, LinkedIn, Instagram, Facebook, TikTok, YouTube). Spot + replicate trending posts.
  - https://itbusinessnet.com/2026/02/genviral-releases-openclaw-skill-to-automate-social-media-content-across-six-platforms/
- https://github.com/sipeed/picoclaw — PicoClaw: <10MB RAM (99% less than OpenClaw), runs on $10 hardware. Go refactor via self-bootstrapping.
- https://gist.github.com/dabit3/bc60d3bea0b02927995cd9bf53c3db32 — "You Could've Invented OpenClaw" — Educational gist explaining architecture from first principles.
- https://github.com/kyuz0/amd-strix-halo-toolboxes — Pre-built containers for LLMs on AMD Ryzen AI Max. Llama.cpp optimized. #infra-optimization
- https://github.com/iOfficeAI/AionUi — 24/7 cowork app with cron, scheduled automation, multi-agent.

### Research #multi-agent

- https://www.nature.com/articles/s41598-026-39584-3 — **Nature:** FaceScanPaliGemma multi-agent vision language models for facial analysis.
- https://www.datacamp.com/blog/mini-max-m2-5 — MiniMax M2.5 DataCamp guide. $1/hr frontier-level coding + agentic.
- https://medium.com/@mlabonne/kimi-k2-5-still-worth-it-after-two-weeks-f32abd991e26 — Kimi K2.5 review after two weeks. Agent swarm + early fusion for vision.

### Social Buzz

- https://www.linkedin.com/posts/juliangoldieseo_openclaw-is-absolutely-insane-activity-7431742656579502083-1G2c — Julian Goldie: "OpenClaw is Absolutely INSANE!" Verified GitHub trending data.

## Tags
#tech-radar #hourly-scan #2026-02-23


text:
# MEMORY.md - Magoo's Long-Term Memory

## 2026-02-11 - Born

Created by Chad via Fred. I'm the orchestrator and sysadmin for the Fred server.

### Fred Server Specs
- ASUS Z10PE-D16-WS motherboard
- Xeon E5-2697 v4 (18C/36T)
- 128GB RAM
- 2x NVIDIA GPUs
- Docker: 60+ containers
- PM2: ~14 apps
- llama-swap on port 9069
- Models at /mnt/storage/ollama/gguf-models (NTFS sda2)

### Key Services
- dockge (:5001) — Docker management UI
- open-webui (:3000) — LLM chat UI
- ollama (:10434) — LLM inference
- llama-swap (:9069) — model routing/swapping
- tmux-web (:8889) — web terminal

### Team
- **Chad Rogers** — owner (Telegram: 6558388607)
- **Fred** — supervisor agent on Desktop2025
- **Clinker** — network engineer agent
- **Canna** — CannaDeals marketing agent
- **Maya** — GHC marketing agent (exclusive VM: 100.124.155.26)
- **Carl** — permit tracker + GHC production server agent
- **Twain** — manuscript architect agent


status: error

tool: read

error: ENOENT: no such file or directory, access '/home/crogers2287/.openclaw/agents/magoo/TODO.md'


thinking:
TODO.md doesn't exist. According to the cron instruction, if there are no pending tasks or tasks are complete/blocked, I should report status and sleep. Since TODO.md doesn't exist, there are no pending tasks.

I should report that there are no pending tasks and sleep.

text:
**TODO Check (7:00 AM UTC)** ✓ Complete

**Status:** No TODO.md file exists. No pending tasks.

**Context from boot:**
- Last news pulse: 4:00 AM UTC (3 hours ago)
- Last tech radar scan: 6:04 PM EST on 2026-02-23 (yesterday)
- Memory files are current

**Action:** Sleeping until next scheduled check or manual wake.

stopReason: stop